Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets
Published 2016 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets
Authors
Keywords
-
Journal
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
Volume -, Issue -, Pages ocw136
Publisher
Oxford University Press (OUP)
Online
2016-09-22
DOI
10.1093/jamia/ocw136
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Modeling healthcare data using multiple-channel latent Dirichlet allocation
- (2016) Hsin-Min Lu et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Implementation of Computerized Physician Order Entry Is Associated With Increased Thrombolytic Administration for Emergency Department Patients With Acute Ischemic Stroke
- (2015) Dustin W. Ballard et al. ANNALS OF EMERGENCY MEDICINE
- A probabilistic topic model for clinical risk stratification from electronic health records
- (2015) Zhengxing Huang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- The use of sequential pattern mining to predict next prescribed medications
- (2015) Aileen P. Wright et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Learning probabilistic phenotypes from heterogeneous EHR data
- (2015) Rimma Pivovarov et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Automated methods for the summarization of electronic health records: Table 1
- (2015) Rimma Pivovarov et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Big Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System
- (2014) Harlan M. Krumholz HEALTH AFFAIRS
- A ‘Green Button’ For Using Aggregate Patient Data At The Point Of Care
- (2014) Christopher A. Longhurst et al. HEALTH AFFAIRS
- An electronic order set for acute myocardial infarction is associated with improved patient outcomes through better adherence to clinical practice guidelines
- (2014) Manuel A. Ballesca et al. Journal of Hospital Medicine
- Paving the COWpath: data-driven design of pediatric order sets
- (2014) Y. Zhang et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Eliminating the “expensive” adjective for clinical trials
- (2013) Michael S. Lauer et al. AMERICAN HEART JOURNAL
- Decision support from local data: Creating adaptive order menus from past clinician behavior
- (2013) Jeffrey G. Klann et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network
- (2013) K. M. Newton et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Probabilistic topic models for sequence data
- (2013) Nicola Barbieri et al. MACHINE LEARNING
- Big Data Meets the Electronic Medical Record
- (2013) Greg de Lissovoy MEDICAL CARE
- Probabilistic topic models
- (2012) David M. Blei COMMUNICATIONS OF THE ACM
- Next-generation phenotyping of electronic health records
- (2012) G. Hripcsak et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Reduction in Clinical Variance Using Targeted Design Changes in Computerized Provider Order Entry (CPOE) Order Sets
- (2012) B. R. Jacobs et al. Applied Clinical Informatics
- Summarization of clinical information: A conceptual model
- (2011) Joshua C. Feblowitz et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Automatic detection of omissions in medication lists
- (2011) Sharique Hasan et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Evidence-Based Medicine in the EMR Era
- (2011) Jennifer Frankovich et al. NEW ENGLAND JOURNAL OF MEDICINE
- Distribution of Problems, Medications and Lab Results in Electronic Health Records: The Pareto Principle at Work
- (2010) A. Wright et al. Applied Clinical Informatics
- Matrix Factorization Techniques for Recommender Systems
- (2009) Yehuda Koren et al. COMPUTER
- Precision cosmology with the cosmic microwave background
- (2009) Jean-Francois Cardoso IEEE SIGNAL PROCESSING MAGAZINE
- Scientific Evidence Underlying the ACC/AHA Clinical Practice Guidelines
- (2009) Pierluigi Tricoci JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Grand challenges in clinical decision support
- (2007) Dean F. Sittig et al. JOURNAL OF BIOMEDICAL INFORMATICS
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started